{"id":"W2786769210","doi":"10.1123/iscj.2017-0083","title":"The Surfing Coaching: Sources of Knowledge Acquisition","year":2018,"lang":"en","type":"article","venue":"International Sport Coaching Journal","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coaching; Knowledge acquisition; Subject (documents); Athletes; Knowledge base; Psychology; The Internet; Knowledge management; Pedagogy; Multimedia; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00184821,0.0001006769,0.0001540915,0.0001072623,0.00171332,0.00004321646,0.0004555589,0.0000690045,0.000761645],"category_scores_gemma":[0.0001816256,0.00006910316,0.0001042183,0.00009946621,0.000159426,0.0001980801,0.00009570504,0.0007778867,0.0001966892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014313,"about_ca_system_score_gemma":0.0004025229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001617959,"about_ca_topic_score_gemma":0.00009842095,"domain_scores_codex":[0.9984275,0.0002026709,0.0006248026,0.0001224128,0.0003590611,0.0002635477],"domain_scores_gemma":[0.9978912,0.0005500537,0.000601978,0.0001408139,0.0006969529,0.0001190136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003480506,0.0003488203,0.8005552,0.0000287672,0.000240192,0.000006871835,0.0249182,0.00003515615,0.001864659,0.1276769,0.018124,0.02585309],"study_design_scores_gemma":[0.0007986824,0.0001081119,0.3257028,0.0003625915,0.0000304831,0.0000827203,0.006629604,0.002161527,0.0003543922,0.01070289,0.6528713,0.0001948186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146889,0.0001322069,0.002654155,0.003022891,0.005740429,0.00009792689,0.000007116536,0.00002866744,0.07362764],"genre_scores_gemma":[0.9915115,0.00006079701,0.0001783902,0.0005704648,0.004727441,0.000005775694,0.00001150213,0.00001472414,0.002919406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6347473,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06694770628662176,"score_gpt":0.4620250724307501,"score_spread":0.3950773661441283,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}